Concept-Based Image Systems

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (29)

Page 1 of 3

Texture Analysis: Statistical and Structural Approaches

Discusses texture analysis in images, focusing on statistical and structural properties, segmentation techniques, and machine learning applications for texture classification.

Drone Imaging Analysis

Explores drone imaging analysis using Meshroom software for civil engineering applications.

Dose Management in Electron Microscopy

Explores the challenges and solutions for managing electron dose in microscopy, emphasizing the importance of accurate dose tracking and analysis.

Shape from Shading and Texture

Covers shape from shading, texture, reflectance maps, and specularities in computer vision.

Computer Vision: Fundamentals and Applications

Covers the fundamentals of computer vision, illusions, challenges, applications, and history.

Texture: Analysis and Classification

Explores the analysis and classification of texture in images, emphasizing the role of Machine Learning techniques like Convolutional Neural Networks.

Shape from Shading: Recovering 3D Information from 2D Images

Covers the techniques for recovering 3D shape information from 2D images using shading models and modern deep learning approaches.

Computer Vision: Image Formation and Transformation

Provides an overview of image formation and transformation principles in computer vision.

Image Classification: Decision Trees & Random Forests

Explores image classification using decision trees and random forests to reduce variance and improve model robustness.

X-ray Tomography Practical Analysis

Covers the practical analysis of X-ray tomography images using Fiji software.